Algebraic, geometric, and stochastic aspects of genetic operators

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National Aeronautics and Space Administration, 1972 - Computers - 61 pages
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Genetic algorithms for function optimization employ genetic operators patterned after those observed in search strategies employed in natural adaptation. Two of these operators, crossover and inversion, are interpreted in terms of their algebraic and geometric properties. Stochastic models of the operators are developed which are employed in Monte Carlo simulations of their behavior.

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